2000–present: Music career today
In 2002, Tucker founded Tuckertime Records, allowing her to retain control of the recording process and release the singles she wished to release. The same year, she issued Tanya, her first album in five years, which was distributed through Capitol Records.
In 2002, Tucker was ranked number 20 on CMT's 40 Greatest Women of Country Music. In 2005, she released an album, Live at Billy Bob's Texas. In 2005, she also contributed two songs to a tribute album to Bob Wills, called A Tribute to Bob Wills 100th Anniversary. In 2005, she released a book, 100 Ways to Beat the Blues on Fireside, which included tips on shaking the blues, from some of Tucker's friends such as Willie Nelson, Brenda Lee, Little Richard, and Burt Reynolds.
Tucker recorded an album, Lonesome Town, around 2007, but it has never been released. The same year, she recorded a live concert at the Renaissance Center in December. Tucker also sang a duet with country music artist Billy Joe Shaver, of Shaver's song, "Played the Game Too Long", on his album, Everybody's Brother, released in September 2007.
In 2009, Tucker signed a one-time deal with Saguaro Road Records from Time-Life. Tucker's "Lonesome Town" project was put on hold to do the first cover album of her career, My Turn, which was released in June 2009 and placed number 27 on the Billboard country charts. The first single, "Love's Gonna Live Here", was released to radio and was also available as a digital single. It is a remake of the classic hit by Buck Owens. The album includes classic country hits such as "Wine Me Up", "Lovesick Blues", "You Don't Know Me", "Ramblin' Fever", "Walk Through This World With Me", "Big Big Love", "Crazy Arms", "After The Fire Is Gone", and "Oh Lonesome Me".
Tucker appeared on Terri Clark's 2012 album Classic in a remake duet of her first single "Delta Dawn".
In June 2017, Tucker was featured in Rolling Stone as one of the 100 Greatest Country Artists of All Time.
After the death of former flame Glen Campbell on August 8, 2017, Tucker released her first single since 2009, "Forever Loving You", a song co-penned by Tennessee State Senator Rusty Crowe. The song's release the following day, on the eve of Campbell's funeral, drew ire and criticism being exploitative. Tucker claimed that a portion of the proceeds will benefit the Alzheimer's Foundation of America, but the foundation stated it was not involved in the promotion and has not received any funds.
Tucker released While I'm Livin', her first collection of original material since 2002's Tanya, in 2019 via Fantasy Records. It was produced by Shooter Jennings and Brandi Carlile, with Carlile brought onto the project after initially being approached for songs by Jennings but after having professed such an admiration of Tucker and her work, Jennings felt it necessary for her to co-produce the record alongside him. Tucker performed "Bring My Flowers Now" at Loretta Lynn's all-star 87th birthday concert at Nashville's Bridgestone Arena with Carlile playing piano. The album's first single, "Hard Luck", was released on June 28, along with its accompanying music video.
On January 26, 2020, Tanya Tucker won her first two Grammy Awards for "Bring My Flowers Now" and "While I'm Livin'". Tucker released a live album, Live from the Troubadour on October 16, 2020. In a 2021 interview with Rolling Stone, Tucker revealed that she was working on a follow-up to While I'm Livin' with Carlile and Jennings. Tucker collaborated with RuPaul for "This is Our Country" in September 2021.
During her 2022 set at Stagecoach Festival, Tucker revealed completing a new album. Tanya announced her studio album Sweet Western Sound on April 5, 2023, releasing the first single, "Kindness". Sweet Western Sound was produced by Tucker along with Brandi Carlile and Shooter Jennings, and released June 2, 2023, on Fantasy Records.